Takeover Tracker

vs

57 shared · 15 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricBiomass Plant TechniciansMachinists
Risk Score45.7%36.8%
Risk TierMedium RiskMedium Risk
Risk Percentile92th71th
Tasks at Risk (>50%)11 / 159 / 15
Median Salary$61,710$56,150
Employment16K299K

Skill Comparison

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Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Physics
Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards
Analyzing Data or Information
Making Decisions and Solving Problems
Repairing
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomass Plant Technicians

29%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biomass Plant Technicians

11 of 15 at risk
88%Record or report operational data, such as readings on meters, instruments, and gauges.
86%Measure and monitor raw biomass feedstock, including wood, waste, or refuse materials.
85%Operate equipment to heat biomass, using knowledge of controls, combustion, and firing mechanisms.
85%Assess quality of biomass feedstock.
84%Operate high-pressure steam boiler or water chiller equipment for electrical cogeneration operations.

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Wage Comparison

Machinists earns -$5,560(-9%) vs Biomass Plant Technicians
Biomass Plant TechniciansMachinists
10th
$40,250$38,100
25th
$47,860$46,250
Median
$61,710$56,150
75th
$76,910$64,910
90th
$92,750$78,760

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Head-to-head task automation timeline
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Biomass Plant Technicians: Not yetMachinists: Not yet